Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "52"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 52 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 214 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 209 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 52, Node 3:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.365918 -0.728303 0.454027 -1.159673 2.047731 -0.613869 2.945361 -0.033715 0.0704 0.0567 0.0025 1.198082 1.200415
2459593 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.877847 4.139082 0.597457 -0.326892 12.294600 13.254968 18.546120 10.148362 0.0845 0.0637 0.0033 1.241219 1.222151
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.160928 -0.767196 -0.480291 -0.923978 3.124521 -0.502278 1.829553 -0.086680 0.0273 0.0274 0.0009 nan nan
2459591 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.582003 5.394866 0.535164 -0.106152 5.345461 7.482937 29.025998 19.896163 0.0866 0.0676 0.0039 1.244000 1.220149
2459590 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.040957 7.416852 0.990787 -0.028370 1.547592 3.490153 11.162961 24.145131 0.0851 0.0673 0.0040 1.307195 1.290008
2459589 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.885452 16.815678 0.598533 1.209782 3.025467 16.468906 4.153351 10.309629 0.0685 0.0636 0.0031 1.209451 1.186706
2459588 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.392631 4.122357 0.293643 -0.068951 5.543063 9.961484 10.979706 11.870086 0.0697 0.0554 0.0030 1.251443 1.227008
2459587 digital_ok 100.00% - - - 100.00% 0.00% 4.246278 4.011730 0.944516 0.154911 -1.594410 -0.607388 -4.675000 15.154796 nan nan nan 71.024515 1.046982
2459586 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.301656 2.878204 -0.066597 -0.734168 1.985309 -0.236754 26.131421 15.228897 0.0707 0.0631 0.0040 1.239442 1.222122
2459585 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.405957 -1.420219 1.803443 -0.284735 0.857217 -0.266994 5.095580 0.575512 0.0298 0.0297 0.0010 0.000000 0.000000
2459584 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.201304 6.619686 2.272150 -0.067794 11.167105 2.176536 8.136592 13.338012 0.0690 0.0586 0.0047 0.000000 0.000000
2459583 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.650370 2.673045 2.892208 -0.738195 2.171756 0.176242 15.346922 10.430298 0.0696 0.0617 0.0043 1.267986 1.260893
2459582 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.867607 6.790899 2.381901 -0.316152 3.396401 1.333846 6.344178 12.161930 0.0651 0.0537 0.0058 1.170284 1.171262
2459581 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.442362 5.243926 2.926796 -0.738431 3.725705 2.516095 13.519883 15.463292 0.0632 0.0573 0.0037 1.237010 1.233976
2459580 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.183235 4.026667 2.347162 -0.609158 3.429587 3.432145 15.888868 26.763188 0.0697 0.0556 0.0050 1.239360 1.238742
2459579 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.119272 3.568714 3.119405 -0.460348 3.631117 -0.275459 13.659314 12.644350 0.0617 0.0563 0.0042 1.101531 1.096587
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.071419 0.003358 0.060677 -0.406742 0.962964 -0.208434 2.228906 -0.285434 0.0282 0.0272 0.0010 nan nan
2459577 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459576 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.986841 4.497572 1.811680 -0.452018 3.746276 1.422508 20.771427 32.246000 0.0732 0.0598 0.0050 1.245454 1.244940
2459575 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.022344 8.837576 1.869892 -0.270361 2.828994 5.617578 3.618679 2.618027 0.0690 0.0603 0.0046 0.889092 0.882872
2459574 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.748354 26.909991 1.838303 0.605087 1.998516 18.531125 2.729398 53.232511 0.0586 0.0670 0.0058 1.174598 1.172089
2459573 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.826154 3.955162 3.590905 -0.577456 4.293999 0.477712 14.490492 14.645213 0.0681 0.0606 0.0052 0.000000 0.000000
2459572 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.471376 3.347079 1.705207 -0.625797 2.840770 0.094374 25.804215 17.259052 0.0710 0.0641 0.0050 1.167702 1.167803
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.046047 0.072323 -0.188760 -0.506134 0.709380 -0.681367 1.579969 -0.283618 0.0282 0.0283 0.0013 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.861467 -0.059289 -0.920901 -0.229368 -0.508439 -0.214513 5.414347 0.871407 0.0790 0.0723 0.0081 1.239918 1.243029
2459569 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.743823 1.131159 2.758070 -0.782807 5.348842 0.802644 6.224506 0.599891 0.0748 0.0588 0.0027 1.244530 1.243486
2459566 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.248573 0.898116 3.553594 -0.756874 6.957493 -0.503626 51.461408 6.554490 0.0676 0.0556 0.0044 0.000000 0.000000
2459565 digital_ok 0.00% - - - 100.00% 0.00% -0.458228 -0.458228 -0.411532 -0.411532 -0.677191 -0.677191 -0.808887 -0.808887 nan nan nan 0.000000 0.000000
2459564 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.925813 0.901249 -0.657602 1.124109 5.575089 1.618071 33.849000 16.981259 0.0780 0.0655 0.0049 1.220684 1.221829
2459563 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.918196 3.687850 -0.288663 2.663174 2.125081 5.828313 15.147127 40.563150 0.0718 0.0635 0.0051 1.203154 1.198039
2459562 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.589960 1.969389 1.660237 -0.176989 2.588135 1.895421 14.681715 14.740805 0.0714 0.0667 0.0054 1.228971 1.229534
2459561 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.679455 14.033861 1.572391 -0.197293 1.678205 1.730821 5.564218 110.485676 0.0622 0.0667 0.0052 1.243035 1.242080
2459560 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.720746 15.227903 1.650483 -0.229718 2.289590 2.491331 4.152263 56.619245 0.0630 0.0732 0.0078 1.227064 1.227288
2459559 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.549440 31.157283 1.584763 0.583852 2.259513 0.710828 4.896551 23.121588 0.0670 0.0711 0.0082 1.202477 1.205010
2459558 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.051702 16.729788 2.843341 0.348284 4.230176 11.352203 10.144607 104.863165 0.0737 0.0729 0.0064 1.150152 1.143726
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0293 0.0281 0.0010 nan nan
2459556 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.235032 20.457971 2.870768 0.618774 3.121551 8.880442 23.070399 224.295192 0.0659 0.0728 0.0060 1.175376 1.174839
2459554 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0678 0.0792 0.0088 nan nan
2459553 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0543 0.0679 0.0055 nan nan
2459552 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.557644 39.754305 3.837836 2.316479 3.494550 15.004134 3.263183 23.236414 0.0577 0.0678 0.0060 0.800116 0.796013
2459551 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.814593 0.717181 2.784283 -0.427753 0.246272 0.146682 25.148436 0.376100 0.0894 0.0667 0.0049 1.224387 1.225732
2459550 digital_ok - 98.35% 98.35% 0.00% - - nan nan nan nan nan nan nan nan 0.0343 0.0341 0.0007 nan nan
2459549 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 33.103051 0.988638 5.092911 -0.838422 7.081424 -1.394374 34.246669 1.554939 0.0836 0.0607 0.0042 1.145911 1.146844
2459542 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.678207 -1.264882 -0.072467 -0.501799 2.731020 -0.748207 0.002489 0.247231 0.0715 0.0690 0.0078 1.243958 1.236583
2459541 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.317599 -0.887987 2.345618 -0.827707 4.625487 -1.545083 1.681961 -0.868208 0.0642 0.0606 0.0065 1.004955 0.992245
2459540 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.148194 -0.649799 1.531979 -0.456227 1.392514 -0.468561 0.786908 -0.205630 0.0698 0.0636 0.0098 1.238150 1.232047
2459536 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.254921 -1.402465 4.008666 -0.479071 3.553585 -1.101070 0.803671 -0.217994 0.0614 0.0596 0.0072 0.000000 0.000000
2459535 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.319011 -0.675622 1.546741 -0.436041 1.204515 0.032846 0.226521 -0.394939 0.0976 0.0744 0.0118 1.227162 1.217909
2459534 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.101567 -0.666036 1.665873 -0.500419 0.678829 0.354156 -0.018701 -0.389845 0.0805 0.0627 0.0076 1.229299 1.220834
2459533 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.021611 -1.336309 2.783987 -0.494065 3.291337 -1.654136 -0.100613 0.279227 0.0645 0.0608 0.0067 1.194457 1.189936
2459532 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.166756 -1.420271 3.646368 -0.769059 3.373440 -1.816947 0.086170 0.134688 0.0686 0.0600 0.0078 0.877084 0.875528
2459530 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.210814 -0.636481 1.296142 -0.367983 1.994598 0.114730 0.497580 -0.016104 0.0938 0.0675 0.0112 1.203324 1.188060
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.216214 -1.217400 4.296410 -0.493015 2.411197 -1.466189 0.511646 -0.305626 0.0513 0.0601 0.0030 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% 11.836966 -1.678132 4.240508 -0.833976 29.567021 28.243517 14.865831 15.209237 nan nan nan 1.603374 1.611783
2459522 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.690431 -0.676735 3.488534 -0.626000 3.053685 0.105517 5.152278 2.077262 0.0688 0.0656 0.0050 0.000000 0.000000
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.066151 0.215730 0.110021 -0.763841 1.420880 -0.805343 0.980557 -0.085132 0.0303 0.0328 0.0016 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% 1.152737 -0.479849 3.020036 -1.010049 2.187012 -1.291736 3.828673 -0.710331 0.9214 0.9556 0.1613 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.309651 -0.510007 2.281413 -0.846090 2.850384 -0.931202 2.010358 2.601518 0.8917 0.8620 0.1977 3.977913 3.152806
2459503 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.733588 -0.153112 3.213281 -0.486266 4.551984 -0.924335 5.192322 4.186757 0.8705 0.8651 0.4517 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 52: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Power 44.871333 5.353231 36.812831 0.570864 44.871333 0.485983 4.758873 2.695669 13.396888

Antenna 52: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Power 41.234454 33.263929 5.282110 41.234454 0.723517 4.956613 1.523525 10.228429 7.844121

Antenna 52: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Power 113.005311 55.195264 9.821628 113.005311 0.155927 16.045815 2.933940 17.654481 9.925543

Antenna 52: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Power 49.209772 6.291021 35.716880 0.844562 49.209772 5.916690 7.095348 5.709667 8.714054

Antenna 52: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 52: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Power 94.154090 8.241556 51.860101 0.689349 94.154090 2.485926 28.551632 7.636510 37.219188

Antenna 52: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 52: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Power 50.341952 5.795036 36.036852 0.447535 50.341952 1.994386 5.439460 6.316008 11.810443

Antenna 52: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Power 47.161203 25.441650 2.906800 47.161203 0.498800 5.751042 1.882013 11.843915 7.362815

Antenna 52: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Temporal Discontinuties 82.300758 5.929972 4.931710 0.775694 0.797142 5.302959 5.601964 82.121005 82.300758

Antenna 52: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Temporal Discontinuties 229.048483 5.363683 5.081724 0.445850 1.606100 1.940485 25.948747 20.721967 229.048483

Antenna 52: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 52.143371 6.881700 7.405780 1.111579 1.821990 2.503756 8.672307 6.099175 52.143371

Antenna 52: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 93.968066 9.653583 6.911380 4.887333 1.721845 33.506257 25.288887 93.968066 38.110026

Antenna 52: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Temporal Discontinuties 135.552631 7.425814 5.215846 1.322873 1.598674 6.021430 5.345035 89.085035 135.552631

Antenna 52: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Temporal Discontinuties 157.433267 6.895812 6.542347 0.796143 1.421614 3.711487 8.673795 10.282730 157.433267

Antenna 52: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Temporal Discontinuties 76.300504 5.697738 3.997023 0.796784 1.510888 3.741126 22.047239 5.235795 76.300504

Antenna 52: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 8.702285 0.642398 0.189141 2.779485 2.557696 6.117730 0.540586 8.702285 5.942423

Antenna 52: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 52: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 52: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 52: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 52: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 52: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 52: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 9.736884 1.480781 0.852074 7.122875 6.735456 4.715389 0.309292 9.736884 5.201339

Antenna 52: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Temporal Discontinuties 206.633234 8.033812 6.078818 2.250763 4.549550 6.889005 34.824088 10.217625 206.633234

Antenna 52: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Temporal Discontinuties 99.991870 2.582541 4.225210 1.320949 0.191519 2.113636 0.906973 99.991870 5.228851

Antenna 52: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 4.704959 -0.068685 0.565817 2.578084 2.927595 0.177357 4.160211 2.105991 4.704959

Antenna 52: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 5.397405 0.010125 0.513809 2.323517 2.775235 -0.962602 2.091330 2.294553 5.397405

Antenna 52: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 7.341051 0.200495 0.898721 2.833099 2.938019 -0.890618 2.959523 3.642167 7.341051

Antenna 52: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Temporal Discontinuties 64.363821 7.676825 8.647658 1.930184 1.170328 11.998465 8.102798 64.363821 4.635036

Antenna 52: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 5.312527 0.541994 0.048495 2.749256 2.329912 2.242254 -0.431094 5.312527 2.561026

Antenna 52: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Variability 4.575785 0.102865 0.442918 2.910442 3.606450 -0.759445 4.575785 2.005201 3.956897

Antenna 52: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 6.719865 0.075676 0.310729 1.868104 2.349607 0.067444 3.786157 3.377359 6.719865

Antenna 52: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 8.288023 0.314176 0.710472 2.644056 3.078022 -0.095333 7.605359 3.697490 8.288023

Antenna 52: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 3.855436 -0.036953 0.226114 2.108101 2.395761 -0.861828 1.991627 1.472538 3.855436

Antenna 52: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Temporal Discontinuties 86.832577 8.475035 7.677206 -0.109622 -0.164527 1.853271 2.882102 5.783765 86.832577

Antenna 52: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 5.560717 0.407803 0.103092 2.928248 2.629887 2.139596 0.224537 5.560717 1.868117

Antenna 52: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Variability 9.641966 0.088405 0.345870 2.131787 2.338182 -0.694468 9.641966 2.626852 4.347224

Antenna 52: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 6.173707 0.592243 0.274725 3.807947 3.412460 3.317243 1.194102 6.173707 3.293696

Antenna 52: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 5.313874 0.073577 -0.226409 1.644773 1.205001 2.495779 -0.240119 5.313874 2.171938

Antenna 52: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 6.940775 0.241104 -0.040232 2.511210 2.070448 5.560190 0.438224 6.940775 3.231365

Antenna 52: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 84.030907 9.988021 6.776182 3.888824 1.236321 4.639324 2.505544 84.030907 7.420296

Antenna 52: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 6.030965 0.121753 0.477077 2.797063 3.412484 -0.702000 2.387799 3.082898 6.030965

Antenna 52: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance nn Temporal Discontinuties 79.301788 5.535607 6.948592 4.792729 3.088782 5.515602 2.256296 79.301788 7.618422

Antenna 52: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Discontinuties 2.197969 -0.282353 -0.368738 0.786738 1.238615 -1.257295 1.356123 0.147344 2.197969

Antenna 52: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 RF_maintenance ee Temporal Variability 3.632922 -0.108032 -0.190539 -0.261358 0.401957 -0.425659 3.632922 0.651859 2.466828

Antenna 52: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 digital_ok nn Temporal Discontinuties 195.051640 7.020025 5.620066 1.349991 3.122484 3.750247 4.899521 13.359418 195.051640

Antenna 52: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 digital_ok ee Temporal Discontinuties 2.347086 0.457389 -0.007176 -0.870480 -0.407121 -1.466133 -1.489437 0.819817 2.347086

Antenna 52: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 digital_ok ee Temporal Discontinuties 1.008360 -0.364418 -0.774952 -0.684150 -0.871978 -1.193880 0.815088 -0.214119 1.008360

Antenna 52: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 digital_ok ee Temporal Discontinuties 3.117002 -0.919789 -0.303327 -0.435601 -0.908064 -0.825268 1.171244 0.598613 3.117002

Antenna 52: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 digital_ok ee Temporal Variability 23.504353 -0.875816 -0.477597 -0.431013 0.271777 5.997389 23.504353 0.764148 2.758452

Antenna 52: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 digital_ok nn Temporal Discontinuties 61.905843 2.901864 12.238804 -0.796776 0.108925 2.331821 8.982695 4.931406 61.905843

Antenna 52: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 digital_ok nn Temporal Discontinuties 27.386293 11.797489 3.112464 -0.065162 -0.378388 14.464477 3.782761 27.386293 2.122673

Antenna 52: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 digital_ok ee Temporal Variability -3.032516 -4.225913 -4.225913 -3.647070 -3.647070 -3.032516 -3.032516 -3.322239 -3.322239

Antenna 52: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 digital_ok nn Power -0.663106 -0.674491 -0.674491 -0.663106 -0.663106 -0.674491 -0.674491 -0.674491 -0.674491

Antenna 52: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 N03 digital_ok ee Shape 0.326642 0.326642 0.326642 0.250536 0.250536 0.099293 0.099293 0.049613 0.049613

Antenna 52: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 N03 digital_ok nn Temporal Discontinuties 103.927948 6.308360 3.082931 -0.513317 -0.697791 1.797419 0.839806 103.927948 23.428517

Antenna 52: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Shape 7.031391 4.920961 7.031391 -0.260595 0.347178 3.316123 5.825331 0.575396 1.776048

Antenna 52: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 21.039962 6.366244 5.807698 -0.471106 0.068948 3.809398 13.665977 5.682115 21.039962

Antenna 52: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 116.476230 2.856165 20.903509 -0.749944 1.492433 1.520416 11.459612 4.739779 116.476230

Antenna 52: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 74.754367 3.988977 23.323249 -0.341837 1.853493 2.084220 10.959685 3.008751 74.754367

Antenna 52: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 86.694974 3.228714 21.133500 0.172897 1.472320 1.665458 8.915407 4.049303 86.694974

Antenna 52: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 52: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Variability 73.319896 8.292325 3.051933 0.193512 -0.366886 73.319896 3.039590 34.298608 3.655135

Antenna 52: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 3 digital_ok ee Temporal Discontinuties 49.631908 5.651496 5.038430 -0.438582 -0.368368 12.694238 12.617244 45.450148 49.631908

Antenna 52: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 3 digital_ok ee Temporal Discontinuties 75.433403 5.648417 6.813528 -0.548282 -0.339353 11.019373 14.802790 53.038811 75.433403

Antenna 52: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 118.118166 4.500599 18.297423 0.427337 0.915592 5.491531 16.583036 41.732150 118.118166

Antenna 52: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 68.168812 9.841466 1.430044 0.180451 -0.351843 6.295121 3.018514 68.168812 23.729141

Antenna 52: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 62.653841 0.885863 10.714502 -0.890496 -0.016546 3.126039 8.342076 12.541072 62.653841

Antenna 52: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 74.148644 11.829832 0.936331 0.059326 -0.883003 9.190817 3.770613 74.148644 11.739835

Antenna 52: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 130.806348 0.726376 8.052023 -0.633689 0.097774 1.411433 5.168239 20.757058 130.806348

Antenna 52: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 3 digital_ok ee Temporal Discontinuties 64.438383 2.236612 5.717033 -0.618425 -0.055540 1.207253 8.500959 20.520014 64.438383

Antenna 52: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 99.266664 5.278579 1.422710 -0.341266 -0.452090 6.573670 0.270036 99.266664 21.094582

Antenna 52: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 52: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 3 digital_ok ee Temporal Variability 1.605270 -1.003332 -1.164203 -0.849281 -0.164659 -1.062571 1.605270 -0.147102 1.488625

Antenna 52: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 95.519676 0.083330 9.685027 -0.874618 0.271334 0.857188 7.953456 10.469615 95.519676

Antenna 52: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 109.252216 1.233155 12.142124 -0.742150 0.183103 0.917889 7.149808 7.932941 109.252216

Antenna 52: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Variability 2.877504 -1.173483 -0.406999 -0.207214 -0.574265 0.529869 2.877504 0.467228 -1.257112

Antenna 52: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 98.573933 8.537520 1.037540 0.272708 0.043014 12.097287 3.226776 98.573933 27.196269

Antenna 52: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok ee Temporal Discontinuties 1.811622 -0.928607 -1.301847 -0.591940 -0.906472 1.575523 1.300769 1.811622 -0.256044

Antenna 52: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 3 digital_ok ee Temporal Discontinuties 36.588195 4.156184 4.410951 -0.560301 0.408866 8.541566 5.838955 18.965564 36.588195

Antenna 52: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 53.119150 0.422843 14.328758 -0.564712 1.553903 1.519818 11.065805 6.068616 53.119150

Antenna 52: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 35.843656 14.695586 0.296956 0.761225 -0.972814 13.489817 0.133394 35.843656 3.332731

Antenna 52: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Shape 18.221640 18.221640 0.671740 1.035965 -0.706246 6.964573 -0.299964 15.964301 2.022967

Antenna 52: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 87.116934 19.214595 1.160077 1.175564 -0.346515 12.167284 0.968630 87.116934 11.613323

Antenna 52: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Variability 119.757431 11.972188 0.227255 7.199355 0.818185 119.757431 0.439596 54.664874 17.778313

Antenna 52: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok ee Temporal Discontinuties 7.363478 0.702929 -0.154862 -0.612387 -0.797280 1.510196 0.073537 7.363478 0.019371

Antenna 52: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 3 digital_ok ee Temporal Discontinuties 83.692300 3.050273 3.355044 -0.543058 0.251377 1.373930 4.479760 29.854040 83.692300

Antenna 52: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 96.257801 0.464243 9.413600 0.097675 -0.257006 1.724000 11.840118 25.501037 96.257801

Antenna 52: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Shape 21.150727 1.456104 21.150727 0.202015 1.345701 0.112715 5.977742 0.530738 5.678393

Antenna 52: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Variability 13.551523 8.349679 0.892575 0.261263 0.077756 13.551523 2.472217 12.704370 2.673248

Antenna 52: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 40.753443 0.548623 7.643676 0.468352 -0.115717 0.771938 5.512892 4.325669 40.753443

Antenna 52: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 52: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok ee Temporal Variability 31035.049343 0.971429 0.971429 1035.067656 1035.067656 31035.049343 31035.049343 6.566321 6.566321

Antenna 52: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok ee Temporal Discontinuties 22.609093 0.988478 2.584674 0.789287 -0.628112 2.233425 1.484728 22.609093 15.281121

Antenna 52: 2459645

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 21.339997 -0.440747 21.196907 0.770802 1.856862 1.053061 11.703666 2.264478 21.339997

Antenna 52: 2459642

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 52: 2459640

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 42.087503 0.298925 8.539317 0.613550 -0.025728 0.857839 4.308188 10.523789 42.087503

Antenna 52: 2459639

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 17.682309 1.075489 3.948174 0.105591 -0.474367 2.048056 3.235597 12.397790 17.682309

Antenna 52: 2459638

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
52 3 digital_ok nn Temporal Discontinuties 13.210577 1.064437 1.534246 -0.232446 -0.637665 0.888565 5.256880 3.303887 13.210577